# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Contain the resample augmentation model.""" from paddlespeech.s2t.frontend.augmentor.base import AugmentorBase class ResampleAugmentor(AugmentorBase): """Augmentation model for resampling. See more info here: https://ccrma.stanford.edu/~jos/resample/index.html :param rng: Random generator object. :type rng: random.Random :param new_sample_rate: New sample rate in Hz. :type new_sample_rate: int """ def __init__(self, rng, new_sample_rate): self._new_sample_rate = new_sample_rate self._rng = rng def __call__(self, x, uttid=None, train=True): if not train: return x self.transform_audio(x) return x def transform_audio(self, audio_segment): """Resamples the input audio to a target sample rate. Note that this is an in-place transformation. :param audio: Audio segment to add effects to. :type audio: AudioSegment|SpeechSegment """ audio_segment.resample(self._new_sample_rate)